Pith Number

pith:5KJRUHHG

pith:2024:5KJRUHHGFJ4X4VVPO6WS2PYPEV

not attested not anchored not stored refs pending

The intrinsic motivation of reinforcement and imitation learning for sequential tasks

Sao Mai Nguyen

arxiv:2412.20573 v1 · 2024-12-29 · cs.AI · cs.HC · cs.LG · cs.RO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5KJRUHHGFJ4X4VVPO6WS2PYPEV}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T09:55:19.240029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea931a1ce62a797e56af77ad2d3f0f257c6390cdbb74d2c560230dbe25347263

Aliases

arxiv: 2412.20573 · arxiv_version: 2412.20573v1 · doi: 10.48550/arxiv.2412.20573 · pith_short_12: 5KJRUHHGFJ4X · pith_short_16: 5KJRUHHGFJ4X4VVP · pith_short_8: 5KJRUHHG

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/5KJRUHHGFJ4X4VVPO6WS2PYPEV \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: ea931a1ce62a797e56af77ad2d3f0f257c6390cdbb74d2c560230dbe25347263

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00d76f763052f7dce98d695b18de75292bfd64888e743a3ca9438839c5c8f916",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-29T20:44:59Z",
    "title_canon_sha256": "5b4e399d6438032657c29744f7ee1ac3662670e92f31c72f0b87641141f28984"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20573",
    "kind": "arxiv",
    "version": 1
  }
}